The self-improving all channels AI agent. Self-healing. Fully autonomous. Single Rust binary.

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

若爱 (IfAI) - 基于 Tauri 2.0 构建的跨平台 AI 代码编辑器 | A Cross-Platform AI Code Editor Built with Tauri 2.0

A light-weight and straightforward system for spec-driven development with Claude Code

Open-source Environment toolkit of claw-like agents, support task/harness generation and evaluation

Open-source framework for agent-native software. Rails for apps that build themselves - with a copilot inside.

A minimal, composable AI agent harness framework in Python.

AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.

Ostrom-compliant commons governance & development system for AI agents to assist building products from requirements to production & deployment.

Let's Qitos! A torch-like agent-native framework for researchers.

AMP (Agent Mailer Protocol) is an async mailbox system for AI agents. Instead of chaining tools, writing DAGs, or building RPC glue — agents just send messages to each other. Works with Claude Code, Codex, Cursor, OpenClaw and any custom agents. Designed for real-world, long-running, iterative coding workflows

Compile CLAUDE.md into a lockfile, then enforce repo changes against it in local runs, staged diffs, or CI.

Your plugins, skills, MCP servers, hooks, conventions, and governance packaged into a single config

Racker is an experimental harness tool for provisioning and running operating system containers.

A skill-driven Harness Engineering framework

An architecture-level AI harness that compiles constraints and NFRs into explicit, reviewable architecture decisions. Combines a deterministic compiler, curated pattern registry, and agent workflow skills to drive approval, re-approval, and implementation against an architectural contract.

A compact, schema-first standard for the boundary between cognition and execution.

Testing & Automation Framework in Lua

Unified AI agent configuration management for Codex, Claude, and Copilot by wild

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.